65 citations · 236 across the 24 of their papers we have counts for
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cs.CV2025
ReMAR-DS: Recalibrated Feature Learning for Metal Artifact Reduction and CT Domain Transformation
Mubashara Rehman, Niki Martinel, Michele Avanzo +2
Artifacts in kilo-Voltage CT (kVCT) imaging degrade image quality, impacting clinical decisions. We propose a deep learning framework for metal artifact reduction (MAR) and domain…
cs.CV2025
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
Niki Martinel, Rita Pucci
We present a novel dual-stream architecture that achieves state-of-the-art underwater image enhancement by explicitly integrating the Jaffe-McGlamery physical model with capsule cl…
cs.CV2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection
Nasar Iqbal, Niki Martinel
Recent advances in convolutional neural networks (CNNs) and transformer-based methods have improved anomaly detection and localization, but challenges persist in precisely localizi…